COLM poster: training models to switch ambiguity strategies per context

JonathanBerant · x · 2026-10-07

Jonathan Berant will present his paper (arXived in December) at COLM's 11am poster session. Core idea: prompts can be ambiguous, and how to handle ambiguity is context/user dependent — sometimes the right move is asking a clarifying question, sometimes giving multiple answers, and sometimes just guessing. The work explores whether models can be trained to adapt their strategy to the context.

Original post →

More from Research

Research channel →